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@princeton-nlp

Princeton Natural Language Processing

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  1. SWE-agent SWE-agent Public

    SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2…

    Python 13.5k 1.4k

  2. tree-of-thought-llm tree-of-thought-llm Public

    [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

    Python 4.7k 439

  3. LLM-Shearing LLM-Shearing Public

    [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

    Python 549 43

  4. SWE-bench SWE-bench Public

    [ICLR 2024] SWE-Bench: Can Language Models Resolve Real-world Github Issues?

    Python 1.8k 318

  5. SimCSE SimCSE Public

    [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

    Python 3.4k 512

  6. MeZO MeZO Public

    [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

    Python 1k 62

Repositories

Showing 10 of 82 repositories
  • SWE-agent Public

    SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]

    princeton-nlp/SWE-agent’s past year of commit activity
    Python 13,507 MIT 1,358 25 0 Updated Oct 21, 2024
  • ProLong Public

    Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"

    princeton-nlp/ProLong’s past year of commit activity
    Python 96 MIT 1 1 0 Updated Oct 21, 2024
  • CharXiv Public

    [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

    princeton-nlp/CharXiv’s past year of commit activity
    Python 72 Apache-2.0 7 0 0 Updated Oct 20, 2024
  • LESS Public

    [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

    princeton-nlp/LESS’s past year of commit activity
    Jupyter Notebook 359 MIT 28 10 1 Updated Oct 20, 2024
  • HELMET Public

    The HELMET Benchmark

    princeton-nlp/HELMET’s past year of commit activity
    Python 49 MIT 5 0 0 Updated Oct 18, 2024
  • unintentional-unalignment Public

    Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

    princeton-nlp/unintentional-unalignment’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Oct 17, 2024
  • SWE-bench Public

    [ICLR 2024] SWE-Bench: Can Language Models Resolve Real-world Github Issues?

    princeton-nlp/SWE-bench’s past year of commit activity
    Python 1,848 MIT 318 18 4 Updated Oct 17, 2024
  • SimCSE Public

    [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

    princeton-nlp/SimCSE’s past year of commit activity
    Python 3,390 MIT 512 1 0 Updated Oct 16, 2024
  • SimPO Public

    [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

    princeton-nlp/SimPO’s past year of commit activity
    Python 682 MIT 43 14 0 Updated Oct 13, 2024
  • ALCE Public

    [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627

    princeton-nlp/ALCE’s past year of commit activity
    Python 453 MIT 40 5 1 Updated Oct 9, 2024
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